Aligning Large Language Models for Enhancing Psychiatric Interviews through Symptom Delineation and Summarization

Autor: So, Jae-hee, Chang, Joonhwan, Kim, Eunji, Na, Junho, Choi, JiYeon, Sohn, Jy-yong, Kim, Byung-Hoon, Chu, Sang Hui

Recent advancements in Large Language Models (LLMs) have accelerated their usage in various domains. Given the fact that psychiatric interviews are goal-oriented and structured dialogues between the professional interviewer and the interviewee, it is

Externí odkaz: http://arxiv.org/abs/2403.17428

Aligning Large Language Models for Enhancing Psychiatric Interviews Through Symptom Delineation and Summarization: Pilot Study.

Autor: So JH; Department of Applied Statistics, Yonsei University, Seoul, Republic of Korea., Chang J; Department of Applied Statistics, Yonsei University, Seoul, Republic of Korea., Kim E; Department of Psychiatry, Yonsei University College of Medicine, Seoul, Republic of Korea.; Institute of Behavioral Sciences in Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea., Na J; Department of Applied Statistics, Yonsei University, Seoul, Republic of Korea., Choi J; Department of Nursing, Mo-Im Kim Nursing Research Institute, Yonsei University College of Nursing, Seoul, Republic of Korea.; Institute for Innovation in Digital Healthcare, Yonsei University, Seoul, Republic of Korea., Sohn JY; Department of Applied Statistics, Yonsei University, Seoul, Republic of Korea., Kim BH; Department of Psychiatry, Yonsei University College of Medicine, Seoul, Republic of Korea.; Institute of Behavioral Sciences in Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea.; Institute for Innovation in Digital Healthcare, Yonsei University, Seoul, Republic of Korea.; Department of Biomedical Systems Informatics, Yonsei University College of Medicine, Seoul, Republic of Korea., Chu SH; Department of Nursing, Mo-Im Kim Nursing Research Institute, Yonsei University College of Nursing, Seoul, Republic of Korea.; Institute for Innovation in Digital Healthcare, Yonsei University, Seoul, Republic of Korea.

Publikováno v: JMIR formative research [JMIR Form Res] 2024 Oct 24; Vol. 8, pp. e58418. Date of Electronic Publication: 2024 Oct 24.